unsupervised-learning
There are 3230 repositories under unsupervised-learning topic.
MLEveryday/100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
afshinea/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
owainlewis/awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
yzhao062/pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
yzhao062/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
rasbt/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
google-research/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
openvinotoolkit/anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
open-mmlab/mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
greyhatguy007/Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
opencog/opencog
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
benedekrozemberczki/awesome-community-detection
A curated list of community detection research papers with implementations.
Separius/awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
voxelmorph/voxelmorph
Unsupervised Learning for Image Registration
sthalles/SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
SeldonIO/alibi-detect
Algorithms for outlier, adversarial and drift detection
benedekrozemberczki/karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
tinghuiz/SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
artix41/awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
JustGlowing/minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
wvangansbeke/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
LirongWu/awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
HyperGAN/HyperGAN
Composable GAN framework with api and user interface
elliottwu/unsup3d
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
asheeshcric/awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
jaanli/variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
carpedm20/DiscoGAN-pytorch
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
tensorflow/similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
sintel-dev/Orion
A machine learning library for detecting anomalies in signals.
auspicious3000/autovc
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
athena-team/athena
an open-source implementation of sequence-to-sequence based speech processing engine
VITA-Group/EnlightenGAN
[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
pathak22/context-encoder
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
yunjey/domain-transfer-network
TensorFlow Implementation of Unsupervised Cross-Domain Image Generation